Concepedia

Predictive Hybrid Modeling

Predictive Hybrid Modeling is a hybrid modeling approach that integrates multiple distinct modeling paradigms or data-driven and physics-based methods to generate accurate predictions of system behavior under varying conditions, distinguished by its explicit focus on predictive accuracy and generalizability in complex, heterogeneous environments.

75

Publications

3K

Citations

297

Authors

168

Institutions

Publications per year

2017–2026

53

Parents

Publications

75

Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling

Arka Daw, Anuj Karpatne, William J. Watkins et al. · arXiv (Cornell University) · 2017 · 316 citations · Full text

, , +17

Application of ANFIS approach for prediction of performance measures in wire electric discharge machining of SAE 1010

Neeraj Sunheriya, Jayant Giri, T. Sathish et al. · Interactions · 2024 · 185 citations

, , +12

Regularity and Conformity

Yingzi Wang, Nicholas Jing Yuan, Defu Lian et al. · 2015 · 143 citations

, , +16

Hybrid data-driven approaches to predicting the compressive strength of ultra-high-performance concrete using SHAP and PDP analyses

Abul Kashem, Rezaul Karim, Somir Chandra Malo et al. · Case Studies in Construction Materials · 2024 · 132 citations · Full text

, , +17

Combining many-objective radiomics and 3D convolutional neural network through evidential reasoning to predict lymph node metastasis in head and neck cancer

Liyuan Chen, Zhiguo Zhou, David J. Sher et al. · Physics in Medicine and Biology · 2019 · 110 citations · Full text

, , +17

1–5 of 75

Authors

297

  1. ME
    Magdalini Eirinaki

    San Jose State University, United States

    2 publications · 111 citations

    2

    h-index

  2. IJ
    I.S. Jawahir

    University of Kentucky, United States

    2 publications · 100 citations

    2

    h-index

  3. QL
    Qihang Lin

    University of Iowa, United States

    2 publications · 37 citations

    2

    h-index

  4. IP
    Ishmael P. Akaah

    Wayne State University, United States

    2 publications · 29 citations

    2

    h-index

  5. MV
    Michalis Vazirgiannis

    Athens University of Economics and Business, Greece

    2 publications · 111 citations

    2

    h-index

1–5 of 297

Institutions

168

  1. University of Technology Malaysia

    Johor Bahru, Malaysia

    2 h-index

    5 publications

    269 citations

  2. Athens University of Economics and Business

    Athens, Greece

    2 h-index

    5 publications

    314 citations

  3. The University of Tokyo

    Tokyo, Japan

    2 h-index

    6 publications

    171 citations

  4. Islamic Azad University South Tehran Branch

    Tehran, Iran

    2 h-index

    2 publications

    78 citations

  5. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    3 publications

    82 citations

  6. University of Kentucky

    Lexington, United States

    2 h-index

    3 publications

    155 citations

  7. Institute of Management Technology

    Ghaziabad, India

    2 h-index

    2 publications

    38 citations

  8. Wayne State University

    Detroit, United States

    2 h-index

    2 publications

    29 citations

1–8 of 168

Venues

  1. IEEE Access

    4 publications · 168 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 353 citations

    3

    h-index

  3. Scientific Reports

    3 publications · 117 citations

    3

    h-index

  4. Water

    2 publications · 58 citations

    2

    h-index

  5. Expert Systems with Applications

    2 publications · 95 citations

    2

    h-index

1–5